{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c5a19c41-7703-45b5-8227-95f3d201ed10",
   "metadata": {},
   "source": [
    "Chapter 13\n",
    "# 不同边权重，不同线型\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1d12fd4d-b068-40da-a8fd-697e94f3676b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4ad158e2-296a-4409-8548-959f37a91b52",
   "metadata": {},
   "outputs": [],
   "source": [
    "G = nx.path_graph(28)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5fdd5e0d-87e0-4095-bd87-5bf65f407e90",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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bzejQoQNyc3PRpk0bADcugcqxlaPCXoNQUwBGxLTnkTGRD2jotXv+/HkMGzYMp0+fRl5eHrp37y46KnnQ2A5lIavEoUOHYDabERYWhq1bt9aXMRGp04ULFzBs2DCUlZUhLy8PsbGxoiNRA3hjEA35+uuvMXToUISHh99yZExE6tWmTRts3boV4eHhePrpp3Ho0CHRkegBsZB93MGDB2E2m9G5c2ds3boVDz30kOhIROQldaXcuXNnDB06FF9//bXoSPQAWMg+7MCBAzCbzejSpQvLmEijHnroIWzZsgVdunTB0KFDcfDgQdGR6D6xkH3U/v37YTab0bVrV2zduhWtW7cWHYmIBKkr5YiICAwdOhQHDhwQHYnuAwvZB+3btw/Dhg3D448/jpycHISEhIiORESCtW7dGlu2bMFjjz0Gs9mM/fv3i45E94iF7GP27t2LYcOGITIykmVMRLcICQlBTk4OHn/8cZjNZuzbt090JLoHLGQfsmfPHgwbNgzdunVDdnY2goODRUciIoWpK+Wf/exnGDZsGPbu3Ss6EjUSC9lH7N69G8OHD0d0dDTLmIg8Cg4ORk5ODrp164Zhw4Zhz549oiNRI7CQfUBhYSGGDx+OmJgYZGVl8eYsRHRXQUFByM7ORnR0NIYNG4bCwkLRkeguWMgKV1BQgOHDhyM2NpZlTET3pK6UY2NjkZiYiIKCAtGRyAMWsoLt2rULiYmJ6NmzJzZv3gyTySQ6EhH5GJPJhM2bN6NHjx5ITEzErl27REeiBrCQFerLL79EYmIievXqxTImogdiMpmwadMm9OrVCyNGjMBXX30lOhLdAQtZgXbu3ImkpCT07dsXmzZtQqtWrURHIiIfV1fKvXv3xogRI/Dll1+KjkQ/wUJWmB07diApKQn9+vXDxo0bWcZE1GRatWqFTZs2oV+/fhgxYgR27twpOhLdhIWsINu3b8fIkSMxYMAAbNy4ES1bthQdiYhUpmXLltiwYQMGDBiApKQk7NixQ3Qk+hELWSG++OILjBw5EnFxcdiwYQMCAwNFRyIilaor5bi4OIwcORJffPGF6EgEFrIibNu2DaNGjcKgQYOwfv16ljERNbvAwECsX78e8fHxGDVqFLZt2yY6kuaxkAXLy8vDqFGj8MQTTyAzM5NlTEReU1fKgwYNwujRo5Gfny86kqb5iQ6gFXaHE9lHynH+Sg1CTQFIjG6H3V9ux9ixYzF48GBkZGSgRYsWomMSkca0aNECmZmZGD9+PEaPHo0NGzZg6NChd5yzTEaD6LiqJsmyLN9tUFVVFYKDg1FZWck7Rd0jWZaxZHsxUnOPweF0Q6+T4HLLMOiAi1/8E/1NlchIT4fRaBQdlYg07Nq1a5g4cSK++OIL/GZhBjacdN8yZxkNOsw0R2J6QgQkSRId16c0tkN5hNzMlmwvxvtZR+v/7HLfeP/jdAOmwT/HmGGPsYyJSLgWLVogIyMDCdPfwervaus/XjdnOZzu+rns+SFdhWRUO55DbkZ2hxOpucc8jln4RTGu1NR6HENE5A1O6FHVabDHMam5xzhnNRMWcjPKsZXD4XR7HONwupF95KyXEhERNSzHVg5HLecsUVjIzajCXgO9zvO5Fr1OQoW9xkuJiIgaxjlLLBZyMwo1BdSff2mIyy0j1BTgpURERA3jnCUWC7kZJUa3g9Hg+VtsNOgwIqa9lxIRETWMc5ZYLORmZDIa8NLQxzyOmWmORKsAbnYnIvFMRgNmmiM9juGc1XxYyM3M/U0OLuX/Df4/fqfrzs8YDTrMTuqG6QkRAtMREd1qekIEZid1qz9Srpuz3M4aDAm+xDmrGfHGIM2orKwM0dHRSElJwYepC5BjK0eF/cZdb0bEtOe7TCJSLLvDecuctWnJu1hl/QxFRUXo2LGj6Hg+pbEdykJuRhMnTkRBQQGKiooQEhIiOg4R0X27fPkyoqKiMHDgQKxdu1Z0HJ/S2A7lknUzSU9PR0ZGBhYsWMAyJiKfFxISgvnz5yM9PR3p6emi46gSj5CbQWVlJaKjo9GnTx9kZmbyvq9EpAqyLGPs2LE4cOAAioqK2AeNxCNkgd544w1UVlZi0aJFLGMiUg1JkrBo0SJUVlbijTfeEB1HdVjITWzXrl345JNPMGfOHHTq1El0HCKiJtW5c2f84Q9/wJ///GcUFBSIjqMqXLJuQtevX0ffvn1hNBpRUFAAvV4vOhIRUZNzuVyIj4+Hw+HA/v37YTDwOcmecMlagLlz56KoqAjLli1jGRORaun1eixduhRFRUWYO3eu6DiqwUJuIsePH8c777yDV155Bb169RIdh4ioWfXu3RuzZs3C22+/jePHj4uOowpcsm4CsizDbDbjxIkT+OabbxAYGCg6EhFRs6uurkZsbCweffRRbN26lZtYG8Alay/6+9//jvz8fCxevJhlTESa0bJlS3zyySfIy8vDP/7xD9FxfB6PkB/QuXPnEBUVhZEjR+Kzzz4THYeIyOumTZuGrKwsHD16FKGhoaLjKA6PkL1k1qxZAICPPvpIcBIiIjE+/vhjyLJcPx/S/WEhP4Ds7GwsX74c8+bNQ9u2bUXHISISom3btpg3bx4+++wzbNmyRXQcn8Ul6/t09epVdO/eHV26dEFubi43MxCRpsmyjKFDh6KkpASHDx/mfpqbcMm6mb399ts4ffo0lixZwjImIs2TJAlLlizBqVOn8M4774iO45NYyPfh4MGDmDdvHt566y08/vjjouMQESlCZGQkfve732Hu3Ln4+uuvRcfxOVyyvkc33zJu37598Pf3Fx2JiEgxrl+/jj59+iAwMBC7du3iXQvBJetms3DhQuzbtw9Lly5lGRMR/YS/vz+WLVuGvXv3YtGiRaLj+BQW8j0oKSnBm2++iRdeeAEDBw4UHYeISJEGDhyIX//613jjjTdQUlIiOo7P4JJ1I/HB3EREjVdZWYmoqCj07dsXmZmZmt78yiXrJrZ69Wps3LgRCxcuZBkTEd1FcHAwFi5ciA0bNmDNmjWi4/gEHiE3wuXLlxEVFYX4+Hikp6eLjkNE5BNkWcbEiROxe/du2Gw2hISEiI4kBI+Qm9Ds2bNRXV2NBQsWiI5CROQzJEnCwoULYbfb8frrr4uOo3gs5LvYuXMnlixZgvfeew9hYWGi4xAR+ZSwsDC89957WLx4MXbu3Ck6jqJxydqDmpoa9O7dG8HBwdi5cyevpyMiug8ulwtPPPEEqqqqcODAAQQEBIiO5FWN7VA/L2ZSPLvDiewj5Th/pQahpgAcWP8pjh8/jv3797OMiYjuk16vx9KlS9G3b1988MEHmPna7Fvm2sTodjAZDaJjCsdCxo2NB0u2FyM19xgcTjf0OgkutwzZGY3Rr6Wie/fuoiMSEfm0Hj164NVXX8PHWd/gs5otqHHJ9XOt0aDDTHMkpidEaPryKJ5DBrBkezHezzoKh9MNAHC5b6ziS4YAHJS7YMn2YpHxiIhUoYP5XxGU8K+ocd2YY+vmWofTjfezjmp+rtV8IdsdTqTmHvM4JjX3GK7U1HopERGR+tgdTiza/oPHMVqfazVfyDm28voj44Y4nG5kHznrpUREROrDufbuNF/IFfYa6HWez1nodRIq7DVeSkREpD6ca+9O84UcagqoP4/REJdbRqhJW9v0iYiaEufau9N8ISdGt4PR4PnbYDToMCKmvZcSERGpD+fau9N8IZuMBsw0R3ocM9MciVYBvEKMiOh+ca69O+1+5TeZnhABWZbx/sbDkPQG6PW6266NIyKiB1M3l9bd80GS3ZAhweiv51wLFjKAGzdAj/U7i9L50zDn0/Vo3aELQk0BGBHTXtPv1oiImpIkSXh+SFdMi+uEHFs5dh8qwqJ57yNj4dsYNqSr6HjC8V7WP3rhhRewceNG/PDDD9DpNL+ST0TU7NxuN7p06YKxY8di0aJFouM0Gz5+8R44nU58/vnnsFgsLGMiIi/R6XSwWCz4/PPP4XQ6RccRju0DICcnBxcuXEBKSoroKEREmpKSkoLz589jy5YtoqMIx0IGkJaWhpiYGMTGxoqOQkSkKT169EB0dDTS0tJERxFO84VcXV2NjIwMpKSkaPopI0REIkiShJSUFGRkZKC6ulp0HKE0X8iZmZm4evUqLBaL6ChERJpksVhQXV2N9evXi44ilOYLOS0tDQMHDsSjjz4qOgoRkSZFREQgPj5e88vWmi7kCxcuICsrC9OmTRMdhYhI06ZNm4bNmzfjwoULoqMIo+lCXr16NWRZxpQpU0RHISLStClTpkCWZaxZs0Z0FGE0XcjLly/H8OHD0bZtW9FRiIg0rV27dhg2bBiWL18uOoowmi3kkpIS7Nixg9ceExEpREpKCrZv347S0lLRUYTQbCGvWLECRqMREyZMEB2FiIgATJgwAUajEStWrBAdRQjNFnJaWhrGjRsHk8kkOgoREQEICgrC2LFjNbvbWpOFfOTIEXz99dfcXU1EpDDTpk3DwYMHYbPZREfxOk0WstVqRevWrZGUlCQ6ChER3SQpKQkhISGwWq2io3id5gpZlmWkpaXhmWeegb+/v+g4RER0k4CAADzzzDNIS0tDI54OrCqaK+SCggL88MMP3F1NRKRQKSkpKC4uRmFhoegoXqW5Qk5LS0PHjh0xePBg0VGIiOgOEhIS0KFDB81t7tJUIdfW1mLlypVITk6GXq8XHYeIiO5Ar9cjOTkZK1euRG1treg4XqOpQs7NzUVFRQV3VxMRKdy0adNw7tw55OXliY7iNZoq5LS0NHTr1g29evUSHYWIiDzo3bs3fvazn2lq2VozhXz16lWsXbsWKSkpkCRJdBwiIvJAkiSkpKRg7dq1uHbtmug4XqGZQt6wYQOuXLkCi8UiOgoRETWCxWKB3W7Hhg0bREfxCs0UclpaGgYMGIDHHntMdBQiImqExx9/HP3799fMsrUmCvnSpUvYtGkTrz0mIvIxKSkp2LRpEy5duiQ6SrPTRCGvWbMGLpcLU6dOFR2FiIjuwdSpU1FbW4u1a9eKjtLsNFHIaWlpMJvNaN++vegoRER0Dx555BEMHTpUE8vWqi/kU6dOYdu2bVyuJiLyUSkpKcjPz8fp06dFR2lWqi/kFStWwN/fHxMnThQdhYiI7sOkSZPg7++PFStWiI7SrFRfyGlpaRgzZgyCg4NFRyEiovsQHByM0aNHq37Z2k90gOZgdziRfaQcRT+U4tvrIXhlKperiYh8WUpKCqak/BwLN+6BX6uHEGoKQGJ0O5iMBtHRmoyqClmWZSzZXozU3GNwON2QIKPN6JfxziE9qtp+j+kJEbxLFxGRj5FlGWdCuiN8xmeYu7Mcel0FXG4ZRoMOM82RqpnbVVXIS7YX4/2so/V/liFBkgBHrbv+488P6SoqHhER3Ycl24sxd+t3kAwBAACXWwYAOJzqmttVcw7Z7nAiNfeYxzGpucdwpUY7j/IiIvJ1WprbVVPIObZyOJxuj2McTjeyj5z1UiIiInpQWprbVVPIFfYa6HWezyHodRIq7DVeSkRERA9KS3O7ago51BRQf16hIS63jFBTgJcSERHRg9LS3K6aQk6MbgejwfOXYzToMCKGt88kIvIVWprbVVPIJqMBM82RHsfMNEeiVYCqNpYTEamaluZ23/8KbjI9IQIA8PHWb+FwuqGXADekW65VIyIi31I3d9+4x4QLstsNSadX3dwuybLseXEeQFVVFYKDg1FZWYmgoCBv5Hog274swJjn38SsN/4bPX8WgREx7VXx7omISMvsDieWbirEOx+k4nevvoTnxw7yibm9sR2qmiXrm104ewrV3+ThpeHRmNwnzCf+hxERkWcmowH/OvhnqCpcgwjdedXN7aos5NLSUhiNRrRp00Z0FCIiakIPP/wwjEYjSktLRUdpcqot5PDwcFXc25SIiP6PJEkICwtjIfuKukImIiL1CQ8PZyH7ChYyEZF6sZB9CAuZiEi9WMg+ora2FmfOnEGnTp1ERyEiombQqVMnnD59GrW1vv+Ep5uprpBPnz4Nt9vNI2QiIpUKDw+H2+3GmTNnREdpUqor5LplDBYyEZE61c3valu2ZiETEZFPYSH7iJKSEgQFBfnELT6JiOjeBQcHw2QyoaSkRHSUJqW6QuYOayIi9VPjTmsWMhER+RwWsg9gIRMRqR8L2QewkImI1I+FrHAOhwMVFRUsZCIilQsPD8e5c+dQU1MjOkqTUVUhl5WVAeAlT0REalc3z9fN+2qgqkLmNchERNqgxmuRVVnIYWFhgpMQEVFzYiErXGlpKdq0aYPAwEDRUYiIqBkFBgbioYceYiErFXdYExFph9p2WrOQiYjIJ7GQFYyFTESkHSxkBWMhExFpBwtZoa5cuYLLly+zkImINCI8PByXLl1CdXW16ChNQjWFzGuQiYi0RW2XPrGQiYjIJ7GQFaq0tBSSJKFjx46ioxARkRfUzfcsZIUpLS1Fu3bt4O/vLzoKERF5QUBAANq1a8dCVhrusCYi0h417bRmIRMRkc9iISuI3eHE6n1lKA7oCrnLANgdTtGRiIjIS9qHd0Gx3BaLv/gea/aX+XQHSLIsy3cbVFVVheDgYFRWViIoKMgbue5KlmUs2V6M1NxjcDjdkN0uSDodjAY9ZpojMT0hApIkiY5JRETNoK4D5mbZ4JQl+Ol1cLllGA06xXVAYzvUz4uZmtSS7cV4P+to/Z8lnR4A4HC66z/+/JCuQrIREVHz+r8O0EGSAJf7xrGlL3eATy5Z2x1OpOYe8zgmNfcYrtTUeikRERF5i1o7wCcLOcdWDofT7XGMw+lG9pGzXkpERETeotYO8MlCrrDXQK/zfG5Ar5NQYa/xUiIiIvIWtXaATxZyqCmg/nxBQ1xuGaGmAC8lIiIib1FrB/hkISdGt4PR4Dm60aDDiJj2XkpERETeotYO8MlCNhkNmGmO9DhmpjkSrQJ8dhM5ERE1QK0d4FtpbzI9IQIA6q9DhtsFSDoY/f/vOmQiIlKnn3aAXifddh2yr/HZG4PUsTucyLGV472PF6GV3o0NS+b43LsiIiK6P3UdUGGvQagpACNi2iuuA1R/Y5A6JqMBk/uEYZP/ORw+fFhx/yOIiKj51HWAGvjkOeQ7UdMNxomISHtUVcjl5eW4fv266ChERET3TFWFLMsyTp06JToKERHRPVNVIQPgsjUREfkkFjIREZECqKaQW7VqhZCQEBYyERH5JNUUMsCd1kRE5LtYyERERArAQiYiIlIAFjIREZECqK6QL1y4gKtXr4qOQkREdE9UV8gAUFZWJjgJERHRvVFlIXPZmoiIfI2qCjks7MYTP1jIRETka1RVyEajEaGhoSxkIiLyOaoqZIA7rYmIyDexkImIiBSAhUxERKQALGQiIiIFUF0hd+rUCVVVVaiqqhIdhYiIqNFUV8i8FpmIiHwRC5mIiEgBVFfIHTp0gE6nYyETEZFPUV0h+/n54ZFHHkFJSYnoKERERI2mukIGuNOaiIh8DwuZiIhIAVjIRERECqDqQpZlWXQUIiKiRlFtITscDly4cEF0FCIiokZRbSEDvBaZiIh8h5/oAM3hobYd0LL7UPytoAzFcigSo9vBZDSIjkVERA/A7nAi+0g5zl+pQagpQHVzuyQ34kRrVVUVgoODUVlZiaCgIG/kui+yLGPJ9mKk5h7Dtesu6CRAhgSjQYeZ5khMT4iAJEmiYxIR0T24eW53ON3Q6yS43LLPzO2N7VBVHSEv2V6M97OOAgAkSULdOw2H013/8eeHdBWUjoiI7sfNczsAuNw3Zne1ze2qOYdsdziRmnvM45jU3GO4UlPrpURERPSgtDS3q6aQc2zlcDjdHsc4nG5kHznrpURERPSgtDS3q6aQK+w10Os8n0PQ6yRU2Gu8lIiIiB6UluZ21RRyqCmg/rxCQ1xuGaGmAC8lIiKiB6WluV01hZwY3Q5Gg+cvx2jQYURMey8lIiKiB6WluV01hWwyGjDTHOlxzExzJFoFqGpjORGRqmlpbldNIQPA9IQIzE7qVv9uSifduH7NoJMxO6kbpidECE5IRET3anpCBEZ3dMLtvHGeuO6cstGgU9Xc7vtvKW4iSRKeH9IV0+I6IcdWjgp7DRZ+OAePt7iK5+esEB2PiIjugyRJOJv/TzxcdhZvfrISFfYbd+oaEdNeFUfGddTzldzEZDRgcp8wAED13hi8+eabqKysRHBwsOBkRER0ry5fvoyNGzfi3XffrZ/b1UhVS9Z3kpycjOvXryM9PV10FCIiug/p6em4fv06kpOTRUdpVqov5I4dO+Kpp55CWlqa6ChERHQf0tLS8PTTT6NDhw6iozQr1RcyAKSkpCA3Nxdnz/r+nVyIiLTkzJkzyMvLQ0pKiugozU4ThTx58mTo9XqsXLlSdBQiIroHK1euhJ+fHyZNmiQ6SrPTRCG3bt0ao0aN4rI1EZGPSUtLw6hRo9C6dWvRUZqdJgoZuLFsvXv3bnz33XeioxARUSMcP34ce/bs0cRyNaChQh4zZgxatWoFq9UqOgoRETWC1WqFyWTCmDFjREfxCs0UcmBgICZNmoTly5dDlj3fqJyIiMSSZRlpaWmYNGkSWrRoITqOV2imkIEby9bffvstDh48KDoKERF5cODAAXz77beaWa4GNFbIZrMZoaGhWL58uegoRETkwfLly9G2bVsMHTpUdBSv0VQh+/n5YerUqbBarXC5XKLjEBHRHbhcLqxYsQJTp06Fn58q7/B8R5oqZODGsvXp06exY8cO0VGIiOgOtm/fjtOnT2tquRrQYCHHx8fj0Ucf5TXJREQKlZaWhoiICMTFxYmO4lWaK2RJkpCSkoLVq1ejpqZGdBwiIrpJTU0NVq9ejZSUFEiSJDqOV2mukIEby9aXLl1Cdna26ChERHSTrKwsXL58WXPL1YBGCzk6Oho9e/bkbmsiIoVZvnw5evXqhaioKNFRvE6ThQzcOErOzMyE3W4XHYWIiABUVVVh/fr1mjw6BjRcyMnJyXA4HMjIyBAdhYiIAGRkZMDhcCA5OVl0FCE0W8idOnXC4MGDuduaiEgh0tLSkJCQgPDwcNFRhNBsIQPAtGnTsGXLFpw7d050FCIiTSsvL8fWrVsxbdo00VGE0XQhP/PMM5AkCatWrRIdhYhI01atWgWdTofJkyeLjiKMpgu5TZs2SEpK4m5rIiLBli9fjqSkJLRp00Z0FGE0XcjAjd3Wu3btQnFxsegoRESaVFxcjIKCAs3urq6j+UIeN24cAgMDsWLFCtFRiIg0yWq1omXLlhg7dqzoKEJpvpBbtmyJCRMmYPny5ZBlWXQcIiJNkWUZy5cvx4QJE9CyZUvRcYTSfCEDN5atbTYbDh8+LDoKEZGmHDp0CEVFRZpfrgZYyACAxMREtGnThtckExF5WVpaGh5++GEMHz5cdBThWMgADAYDnn32WVitVrjdbtFxiIg0we12w2q14tlnn4XBYBAdRzgW8o9SUlJQUlKCL7/8UnQUIiJN2LlzJ0pLS7lc/SM/0QGUYtCgQegUEYkPVm3HEXcHhJoCkBjdDiYj37URETUlu8OJ7CPlWLqmEJ2HTEH33v1ER1IESW7E1uKqqioEBwejsrISQUFB3sjlVbIsY8n2Yny4+QhqoYOfXgeXW4bRoMNMcySmJ0Ro7kHZRERNrW6uTc09BofTDdntgqTTwWjQq3qubWyH8ggZwJLtxXg/6ygg6SEBcLlvvEdxON03Pg7g+SFdBSYkIvJ99XPtjySdHgDn2jqaP4dsdziRmnvM45jU3GO4UlPrpUREROrDufbuNF/IObZyOJyed1Y7nG5kHznrpUREROrDufbuNF/IFfYa6HWez1nodRIq7DVeSkREpD6ca+9O84UcagqoP2fcEJdbRqgpwEuJiIjUh3Pt3Wm+kBOj28Fo8PxtMBp0GBHT3kuJiIjUJzG6HYx+nGs90Xwhm4wGzDRHehwz0xyJVgHckE5EdL9MRgO61Xp+zK3W51rNFzIATE+IwOykbvVHynXnOfRwo/KLv2NQ62qR8YiIfN6hQ4ewce5M9Decum2uNRp0mJ3UDdMTIkRGFI43BrmJ3eFEjq0cFfYahJoC8NRjrTE4vj+CgoLw5ZdfQq/Xi45IRORzXC4XnnjiCdjtdhw4cAA1bumWuXZETHtVHxnzxiD3wWQ0YHKfsFs+tnTpUgwePBiLFy/Gb37zG0HJiIh81yeffILCwkLs3LkT/v7+8Adum2uJS9Z39eSTT2L69Ol4/fXXUVZWJjoOEZFPKS0txeuvv47nn38eTzzxhOg4isZCboT3338fLVu2xIwZM0RHISLyGbIs48UXX4TJZMJ7770nOo7isZAbISQkBPPnz0dGRgbS09NFxyEi8gnp6enIzMzE/PnzERISIjqO4nFTVyPJsoxx48Zh//79sNlsCA4OFh2JiEixKisrERUVhX79+mHdunWqfIpTYzW2Q3mE3EiSJGHRokWorKzEm2++KToOEZGivfHGG7Db7Vi0aJGmy/hesJDvQadOnTBnzhz8+c9/xq5du0THISJSpK+++gqffPIJ5syZg/DwcNFxfAaXrO+Ry+VCfHw8HA4H9u3bB39/f9GRiIgU4/r16+jTpw8CAwOxa9cu3r8BXLJuNnq9HsuWLUNRURHmzp0rOg4RkaJ8+OGHOHr0KJYtW8Yyvkcs5PvQq1cvvPLKK3jnnXdw/Phx0XGIiBTh2LFj+P3vf49XX30VPXv2FB3H53DJ+j5dvXoV3bt3R5cuXZCbm8tNC0SkabIsY+jQoSgpKcHhw4cRGBgoOpJicMm6mQUGBmLx4sXIz8/H3//+d9FxiIiE+vTTT7Ft2zYsXryYZXyfeIT8gP7lX/4FmzdvRlFREdq2bSs6DhGR1507dw7dunXD6NGj8c9//lN0HMXhEbKXfPTRRwCAWbNmCU5CRCTGyy+/DEmS6udDuj8s5AfUtm1bzJs3D8uXL0dOTo7oOEREXpWdnY20tDR89NFHCA0NFR3Hp3HJugnIsgyz2YwTJ07gm2++4fkTItKE6upqdO/eHREREdi6dSs3tzaAS9ZeJEkSlixZgtOnT+Ptt98WHYeIyCvefvttnD17FkuWLGEZNwEWchN5/PHH8dZbb2HevHk4ePCg6DhERM3qwIED+Oijj/DWW2/hscceEx1HFbhk3YSuX7+Ovn37wmg0oqCggHepISJVcrlciIuLQ01NDfbv3w+DwSA6kqJxyVoAf39/LF26FPv27cPChQtFxyEiahYLFizA/v37sWzZMpZxE2IhN7GBAwfi17/+Nd58802UlJSIjkNE1KROnjyJ3/72t3jhhRcQHx8vOo6qcMm6GVRWViI6Ohp9+vRBZmYmNzsQkSrIsoyxY8fi4MGDsNls7ING4pK1QMHBwVi4cCE2bNiANWvWiI5DRNQkVq9ejY0bN2LhwoUs42bAI+RmNHHiRBQUFKCoqAghISGi4xAR3bdLly4hKioKgwYNwtq1a0XH8Sk8QlaABQsWoLq6GrNnzxYdhYjogcyePRtXr17FggULREdRLT/RAdQsLCwM7733Hl588UVMmjoNVUGP4vyVGoSaApAY3Q4mI3cnEpEy2R1OZB8px/krNbh0+gSWffpPLPx4Ljp27Cg6mmqxkJvZ9OnTsfiL7/HcpvOAXxX0OgkutwyjQYeZ5khMT4jgpi8iUgxZlrFkezFSc4/B4XTfmLNcbnT6f2mQortDlmXOWc2EhdzM/vfLk7B3Ndf/2eW+ccre4XTj/ayjAIDnh3QVko2I6KeWbC+un5uAH+csSQL0Bvwx+1tIksQ5q5nwHHIzsjucSM095nFMau4xXKmp9VIiIqKGcc4Si4XcjHJs5XA43R7HOJxuZB8566VEREQN45wlFgu5GVXYa6DXeT7XotdJqLDXeCkREVHDOGeJxUJuRqGmgPpzxg1xuWWEmgK8lIiIqGGcs8RiITejxOh2MBo8f4uNfjqMiGnvpURERA0b0jUEktvpcYzRwDmrubCQm5HJaMBMc6TnMSd3wE/mBgkiEuvatWuY9uxk2L9a4XHcTHMkWgXwAp3mwEJuZtMTIjA7qVv9kXLd+RmjQYdnHvPDkdWpGD9+PK5duyYyJhFp2LVr1zB+/Hjs2LEDK//nVw3OWbOTumF6QoTIqKrGe1l7id3hRI6tHBX2G3fqGhHTHq0C/JCfn4/Ro0fjySefxLp169CiRQvRUYlIQ65evYrx48fjq6++wsaNG/HUU08BaHjOonvX2A5lISvAtm3bMHr0aAwaNAjr1q1DYGCg6EhEpAFXr17FuHHjsGvXLmzatAlDhgwRHUmV+HAJH/LUU09h06ZN+OqrrzB27FhcvXpVdCQiUrnq6mqMGTMGBQUF2Lx5M8tYAVjICjFkyBBs3rwZhYWFGDNmDKqrq0VHIiKVqivj3bt3Y/PmzUhISBAdicBCVpSEhARs3rwZu3fvZikTUbOorq7G6NGjsXfvXmRlZWHw4MGiI9GPWMgKM3jwYGRlZWHv3r0YNWoUrly5IjoSEanElStXMGrUKOzbtw9ZWVl48sknRUeim7CQFejJJ59EdnY2Dhw4wFImoiZht9sxcuRIHDhwANnZ2XjiiSdER6KfYCEr1KBBg5CdnY2DBw9i5MiRsNvtoiMRkY+qK+NDhw4hJycHgwYNEh2J7oCFrGADBw5ETk4ODh06xFImovtSVVWFpKQkHD58GDk5OYiPjxcdiRrAQla4+Ph45OTk4PDhw0hKSkJVVZXoSETkI+rK+MiRI9iyZQvi4uJERyIPWMg+IC4uDlu2bMGRI0dYykTUKJWVlRgxYgRsNhu2bNmCAQMGiI5Ed8FC9hEDBgzAli1bYLPZMGLECFRWVoqOREQKVVfGR48exdatW9G/f3/RkagRWMg+pH///ti6dSuOHj2KxMREXL58WXQkIlKYy5cvIzExEceOHcPWrVvRr18/0ZGokVjIPqZfv37Izc3F8ePHWcpEdIu6Mj5+/Di2bt2Kvn37io5E94CF7IP69OmDrVu34rvvvsPw4cNx6dIl0ZGISLBLly5h+PDh+P7775Gbm4s+ffqIjkT3iIXso/r06YPc3FwUFxezlIk07uLFixg2bBiKi4uRm5uL3r17i45E94GF7MN69+6NvLw8nDhxAsOGDcPFixdFRyIiL6sr45MnTyIvLw+9evUSHYnuEwvZx/Xs2RO5ubk4efIkS5lIYy5cuACz2YzS0lLk5eWhZ8+eoiPRA2Ahq0DPnj2Rl5eH0tJSmM1mXLhwQXQkImpm58+fh9lsRllZGfLy8tCjRw/RkegBsZBVokePHsjPz8epU6dgNptx/vx50ZGIqJnUlfHp06eRn5+P2NhY0ZGoCfiJDkBNp3v37sjLy8PQoUNhNpuRm5uLhx9+GHaHE9lHynH+Sg1CTQFIjG4Hk9EgOi4R3cWdXrsO+2WYzWaUl5cjPz8fMTExomNSE2Ehq0z37t2Rn5+PoUOH4umhQ/Fv73+GZQWn4HC6oddJcLllGA06zDRHYnpCBCRJEh2ZiH5ClmUs2V6M1Nxjt7x2A/x0kA9vQNW5c8jPz0d0dLToqNSEuGStQjExMcjPz8fFtn2wYEcpHE43AMDllgEADqcb72cdxZLtxSJjElEDlmwvxvtZR2977dbUunE9ahReWJDOMlYhFrJKhUc8jlbxz3ock5p7DFdqar2UiIgaw+5wIjX3mMcxaYcv87WrQixklcqxlaPGJXsc43C6kX3krJcSEVFj5NjK64+MG8LXrjqxkFWqwl4Dvc7z+WG9TkKFvcZLiYioMfja1S4WskqFmgLqzzs1xOWWEWoK8FIiImoMvna1i4WsUonR7WA0eP7fq5NdGBQe6KVERHQ3VVVVyP37R3A7PR/9Gg06jIhp76VU5C0sZJUyGQ2YaY70OKbqSyv69+6B9PR0yLLnd+RE1HxkWcbatWsRFRWFv//vEjwZXOlx/ExzJFoF8KpVtWEhq9j0hAjMTupWf6Rcd17KaNBhdlI37P3ne+jVqxcmTZqECRMmoKSkRGRcIk0qKSnB+PHjMXnyZPTu3Rs2mw3Lf/tvHl+70xMiREamZiLJjTg0qqqqQnBwMCorKxEUFOSNXNSE7A4ncmzlqLDfuNvPiJj29e+u696Zz5gxA1VVVXjnnXfw0ksvwc+P776JmlNtbS3mz5+Pt956C8HBwZg/fz4mTZp0y816PL12yXc0tkNZyAQAqKysxG9/+1ssWrQIPXv2xNKlS9G/f3/RsYhUac+ePXjuuefw9ddf48UXX8Qf/vAHzq0q1tgO5ZI1AQCCg4OxYMECFBQUQJZlxMXF4aWXXkJVVZXoaESqUVVVhRkzZiAuLg4AUFBQgPnz57OMCQALmX5iwIAB2Lt3L+bOnYu//OUviIqKwtq1a7npi+gByLKMNWvWICoqCn/9618xd+5c7NmzBwMGDBAdjRSEhUy38fPzw6xZs2Cz2dCnTx9MnjwZ48aNw8mTJ0VHI/I5J0+exLhx4/DMM8+gb9++sNlsmDVrFvdp0G1YyNSgzp07IzMzE2vWrMH+/fsRHR2NefPmobaW99Alupva2lrMmzcP0dHROHDgANauXYt169ahc+fOoqORQrGQySNJkjBp0iQUFRXhF7/4BV577TX0798fu3fvFh2NSLEKCwvRr18//Od//id++ctfwmazYeLEiXzcKXnEQqZGCQoKwvz581FYWAhJkhAfH48ZM2agstLzDQyItKSyshIvvvgiBg4cCL1ej8LCQvzpT3/ipi1qFBYy3ZO6o+N58+bhb3/7G6Kjo7F69Wpu+iJNk2UZq1evRlRUFD799FN89NFH9UfJRI3FQqZ75ufnh5dffhk2mw39+vXDlClTMHbsWJw4cUJ0NCKvO3HiBMaOHYspU6ZgwIABKCoqwsyZM7lpi+4ZC5nuW6dOnbBu3Tqkp6fj4MGDiImJwdy5c+F0OkVHI2p2TqcTH374IWJiYvD1118jPT0dGRkZCA8PFx2NfBQLmR7YhAkTUFRUhF/96lf4r//6L/Tv3x+FhYWiYxE1m4KCAvTr1w+zZ8/Gc889B5vNhgkTJoiORT6OhUxNwmQyITU1FYWFhdDr9Rg4cCB+85vfcNMXqUplZSV+85vfYNCgQfDz88Pu3bvx8ccfw2QyiY5GKsBCpibVr18/FBYW4uOPP8Y//vEPREVFYdWqVbds+rI7nFi9rwyLv/gea/aXwe7gEjcpQ0M/m7IsY9WqVejWrRv+8Y9/4OOPP0ZhYSH69u0rODGpCR8uQc2mtLQUL730EjIyMjBq1CgsXLgQ2SVupOYeg8Pphl4nweWWYTToMNMciekJEbxOk4SQZRlLthff8WfzX3s/jB3L/htZmzdj4sSJmD9/PsLCwkRHJh/Cpz2RYmRkZGDGjBm41uUJtHry5w2Om53UDc8P6erFZEQ3LP7ie7yfdbTBv3fvX4sFL4zD+PHjvZiK1IJPeyLFmDBhAnYfOITgJ1I8jkvNPYYrNbwtJ3mX3eFEau4xj2MCBzwDc9JoLyUirWIhk1d8VVINl6T3OMbhdCP7yFkvJSK6IcdWDofT7XGMo5Y/m9T8WMjkFRX2Guh1ns8P6yTgnN3hpUREN84d7ztyHJLsuZD1OgkV9hovpSKt4q1kyCtCTQFwuT1vV3C5ZXzw9m9RNrArLBYLunfv7qV0pDWHDx+G1WrFihUrcK7lo2gz+mV4ervocssINQV4LR9pE4+QySsSo9vBaPD84xagl/DUY63xySefIDY2FrGxsXj33XdRXFzspZSkZsXFxZgzZw66d++OHj16YPHixTCbzVg57w208Pd8OsVo0GFETHsvJSWtYiGTV5iMBsw0R3ocMyuxG/629BOcPXsWmZmZiI2NxZw5c9C1a1fEx8fjT3/6E86cOeOlxKQGZ86cQWpqKuLi4tC1a1e8++676NGjBzIzM3H27FksW7YMoxPNd/3ZnGmORKsALihS8+JlT+Q1nq71bOg65Orqaqxfvx5WqxWbN29GbW0tnn76aVgsFkyePBmtW7cW9NWQUl28eBFr1qyB1WrFtm3b4Ofnh5EjR8JisWDs2LFo2bLlbZ9zPz+bRI3F65BJsewOJ3Js5aiw1yDUFIARMe0bdfRx6dIlrF27FlarFfn5+dDr9UhKSkJycjLGjRuHVq1aeSE9KdGVK1eQmZkJq9WK7OxsuFyu+jdukyZNavQbt/v92STyhIVMqnb27Fl8/vnnsFqtKCgoQGBgIMaOHQuLxYKkpCQEBHADjtrV1NQgKysLVqsV69evx9WrVxEfHw+LxYJnn30W7dvznC8pAwuZNOOHH37AihUrYLVacfjwYYSEhGDSpEmwWCx4+umnodd73rBDvsPlciE/Px9WqxVr167F5cuXERsbC4vFguTkZDz66KOiIxLdhoVMmnTkyBFYrVZYrVYUFxejXbt2ePbZZ2GxWBAfH8/zgD5IlmUUFBTAarXi888/R3l5OSIiImCxWGCxWBATEyM6IpFHLGTSNFmWsWfPHlitVqxcuRJnzpxBly5dkJycDIvFgtjYWI/lbHc4kX2kHOev3DiXmBjdDiajwYtfgfrcy/dUluVbrhU+ceIEHnnkEUydOhUWiwX9+/fnmyvyGSxkoh+5XC5s374dVqsVq1evxqVLlxAdHV1/hNW16/890IK7bZvevXxPv//++/oVDpvNhoceegjPPPMMkpOTkZCQwNMP5JNYyER3cP36deTk5MBqtWLdunWorq5G//79YbFYMHXqVGQev+bxqT98ItW9u9uTlF4Y1AGG77bBarViz549aNmyJcaPH4+UlBQMHz4c/v7+XkxL1PRYyER3UV1djQ0bNvzfNc6SHzq9tByyvuGlaaNBh71vDuelMI1kdzjR/92tHh/e4HbW4Nzif8fI4UNhsVgwZswYBAYGejElUfNqbIdyViHNatmyJaZOnYqpU6fi8uXL+O9PN2HdWc8vibonUk3uwwfUN0bm/pN3fZKSzuCPZVl78PMnPd8ti0jtWMhEAEJCQhDVOw4bcr71+BAM2e3CC6/MxtsXDiEsLAzh4eEIDw+v/33dr948whO1Ae3q1asoLS1FWVkZSktLb/l93a/un5kRkvBzSPqGpxq9TodqF88NE7GQiX7UmCdSSTodRg8djMDyEJSVlWHv3r1IT09HRUXFLeMeeuihOxZ23e/DwsLQokWLB8rbnBvQrl27hrKysjuWbd3vL168eMvnhIaG1n+NCQkJCA8PR0WrCKwu8zzN8ElKRDewkIl+VPdEKk9LrEaDHvP/8xe3nUN2OBw4derUHYuroKAApaWluHDhwi2f8/DDD9+1tD3dcWzJ9uJbNkvVvZlwON31H7/TBrSamprbjmR/enR7/vz5BrM++eSTt60IdOzYEUaj8bZ/y+5wYsNdziHzSUpEN7CQiX5U90QqTzuCG3rqj9FoRNeuXW+5hOqn6o4677S0u3Pnzrsedd5c2G3adcTH+dUev5552UWo2LUW5WUnbyleT0fz8fHxTXo0/yDfUyKt4S5ropuIvg65urr6rkvFly9fRsvuQ9Fm9Mses8iyjGv5S9D+2snbjmhvLts7Pf2oKYn+nhKJxsueiB6Akp/6c+XKFXy0+TA+PXARnk556yXgtRHKuW5ayd9ToubEy56IHoDJaFDspU2tWrVCTNdwuPdf9DjOJUNRm6WU/D0lUgKd6ABEdO/qNqB5ws1SRL6FhUzkg+o2S3nCzVJEvoWvViIfNT0hAgA8bpYiIt/BTV1EPo6bpYiUjZu6iDSCm6WI1IHnkImIiBSAhUxERKQALGQiIiIFYCETEREpAAuZiIhIAVjIRERECsBCJiIiUgAWMhERkQKwkImIiBSAhUxERKQALGQiIiIFYCETEREpAAuZiIhIAVjIRERECsBCJiIiUgAWMhERkQKwkImIiBSAhUxERKQALGQiIiIFYCETEREpAAuZiIhIAVjIRERECsBCJiIiUgAWMhERkQKwkImIiBSAhUxERKQALGQiIiIFYCETEREpAAuZiIhIAVjIRERECsBCJiIiUgAWMhERkQL4NWaQLMsAgKqqqmYNQ0REpDZ13VnXpQ1pVCHb7XYAQHh4+APGIiIi0ia73Y7g4OAG/16S71bZANxuN06fPg2TyQRJkpo0IBERkZrJsgy73Y4OHTpAp2v4THGjCpmIiIiaFzd1ERERKQALmYiISAFYyERERArAQiYiIlIAFjIREZECsJCJiIgUgIVMRESkAP8f2FkjQbM/+8YAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pos = nx.circular_layout(G)\n",
    "# 可视化\n",
    "plt.figure(figsize = (6,6))\n",
    "nx.draw_networkx(G, with_labels = False, \n",
    "                 pos=pos, node_size = 38)\n",
    "plt.savefig('圆周布局.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "eb21c898-5ae1-4d9d-af99-23a39ba760e9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "pos = nx.spiral_layout(G)\n",
    "plt.figure(figsize = (6,6))\n",
    "nx.draw_networkx(G, with_labels = False, \n",
    "                 pos=pos, node_size = 38)\n",
    "plt.savefig('螺旋布局.svg')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
